Zoonova's Alpha AI for Quants

Zoonova AI said on April 13 that it launched Alpha AI, a new investing platform that lets retail users run quant-style stock analysis through a plain-English chat interface. (markets.businessinsider.com) Quant investing usually means using math models to test patterns in prices, risk, and market data instead of relying only on headlines or instinct. Zoonova said Alpha AI turns those models into prompts, forecasts, tear sheets, Monte Carlo simulations, factor analysis, and stress tests that users can request from an “AI Command Center.” (markets.businessinsider.com) The company said the system’s core model is a “Quad-Ensemble” that combines XGBoost, Random Forest, CatBoost, and a Temporal Fusion Transformer, then tunes those models against root mean square error across different market windows. Zoonova said the platform processes more than 150 financial features, uses about three to four years of daily history for each stock, retrains weekly, and refreshes core calculations twice a day. (markets.businessinsider.com) Alpha AI also adds a Birch model to scan more than 200 chart patterns and technical signals, plus a VADER-based sentiment engine that Zoonova said reads about 3,000 live news feeds for stock-level mood shifts. Gemini 3.1 Flash Lite is used to turn those outputs into simpler language inside the product, according to the launch announcement. (markets.businessinsider.com) That release extends tools Zoonova had already been shipping through its website, where public pages list stock watchlists, sentiment modules, portfolio analytics, and machine-learning “alpha” screens. The company’s news page shows earlier product updates on Jan. 14, 2026 for a Gemini 3 Flash upgrade and Oct. 13, 2025 for a Quad Ensemble machine-learning launch. (zoonova.com 1) (zoonova.com 2) Zoonova’s pricing page says some site functions are available without registration, while its Professional plan costs $30 a month when paid annually and includes unlimited positions, portfolio optimization, and risk analysis. The same page says the service covers more than 8,500 stocks and exchange-traded funds and was offering a 60-day trial as of the latest crawl. (zoonova.com) The launch lands as more consumer finance products try to package institutional-style analytics into chat tools that nonprofessionals can use without writing code. Zoonova’s own registration page says the site does not provide legal, accounting, investing, or other professional advice, a standard warning for products that surface trading signals and forecasts. (zoonova.com) For users, the pitch is less “pick a hot stock” than “ask a model to show its work.” Zoonova said Alpha AI was built to pair a quantitative engine with an interface “people can actually use,” and the next test will be whether retail traders treat it as a research tool or a trading shortcut. (markets.businessinsider.com)